학술논문

Speedup of Magnetic-Electric Matrices Assembly Computation by Means of a Multi-GPUs Environment
Document Type
Periodical
Source
IEEE Transactions on Magnetics IEEE Trans. Magn. Magnetics, IEEE Transactions on. 52(3):1-4 Mar, 2016
Subject
Fields, Waves and Electromagnetics
Graphics processing units
Assembly
Coils
Random access memory
Magnetic materials
Magnetic fields
Plasmas
GPUs
HPC
integral formulation
NDT
fusion plasma devices
Language
ISSN
0018-9464
1941-0069
Abstract
This paper deals with an accelerated implementation of the assembly of the matrices accounting for the magnetic-electric interactions arising from an integral formulation of the eddy current problem. The use of integral formulations leads to fully populated matrices whose assembly requires a computational effort of $O(N^{2})$ , $N$ being the number of degrees of freedoms related to the finite-element discretization. Although the inversion procedure is $O(N^{3})$ for a direct method, the assembly for medium size problems can be very time consuming. In this paper, we prove that a significant speedup can be achieved by means of an optimized ad hoc use of graphical processing units. The price to be paid is a challenging implementation if compared with the traditional parallel systems (CPUs based). Two kinds of applications are considered: one in the framework of non-destructive testing and the other in the field of plasma fusion devices modeling.